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2241  Local / Trading und Spekulation / Re: Der Aktuelle Kursverlauf on: April 21, 2014, 09:48:59 PM
Uff... aaalso

Jou du hast Recht und ich merke langsam, daß mich das ein bischen länger beschäftigen wird. Dank dir erst mal für deine ausführlicheren Hinweise. Ansatzweise kann ich dir folgen, aber bei exponentiell gleitender Durchschnitt setzt es noch bei mir aus. Wikipedia hilf.... ich melde mich morgen nochmal. Jetzt erst mal gute Nacht an alle... Roll Eyes



Hier die "intuitive" Erklärung von EMA (= exponential moving average, = exponentiell gleitender Durchschnitt), wenn dir die genaue mathematische Herleitung zu kompliziert ist:

Stell dir einen "normalen" Durchschnitt vor. Der nimmt eine Reihe von Zahlen, addiert sie alle, und teilt sie durch die Anzahl der addierten Zahlen. Bildet also den Mittelwert aus diesen Zahlen, die alle "gleichberechtigt", also gleich wichtig, behandelt werden.

Der EMA macht genau das selbe, aber gibt mehr "Gewicht" für die neueren Zahlen der Serie. Praktisch also: der EMA aus täglichen Preisen von vor einem Monat bis zum Preis heute sagt: "der Preis von vor 'nem Monat ist nicht mehr so wichtig. Der von letzter Woche so mittelwichtig. Und der Preis von gestern und heute ist am meisten gewichtet".

"Exponentiell" ist dann daran, dass diese Gewichtung schnell "abfällt", d.h., der Preis in der Mitte der Serie (also z.B. der Preis vor 2 Wochen, bei einer Serie von täglichen Preisen von vor einem Monat bis jetzt) ist *weniger* als halb so wichtig wie der Preis von gestern.
2242  Economy / Speculation / Re: Final Warning for Long-term holders... on: April 21, 2014, 09:38:54 PM
It would be pretty bullish if the price were to return to a point where it was supported by buying rather than by hoarding.

That's the correct answer. The problem isn't really the possibility of 200k coins being dropped on the market.

Under different circumstances, that amount would be soaked up without moving price an inch (after a brief flash crash & immediate recovery, of course)

Even now, that's just a small drop compared to the constant flow of new coins through mining -- don't believe for one second the big individual miners or mining cartels of today are pure holders. From what we know from public sources, they employ a mixed strategy, of immediate liquidation of a large part, and some percentage being held.

The point is that the current price isn't supported by buying (yet), at least not on the publicly visible exchanges (what happens OTC is a different matter). All other considerations (OP's mtgox coins liquidation scenario, for example) are secondary effects compared to that one.
2243  Economy / Speculation / Re: Arepo's Weekly Newsletter Discussion and Analysis on: April 20, 2014, 06:22:15 PM
Can we get an update please on what's going on, arepo?
2244  Economy / Speculation / Re: Something, something, something, technical analysis on: April 18, 2014, 11:33:58 PM
I took a picture of what the early reversal phase of 2013 (July) looked like in terms of fibo levels. Note how, similar to now, at first price was zig-zagging around the 23% retracement level (red rectangle) of the initial uptrend (from ~63 to ~100). That was shortly afterwards followed by a big dump that took price down below the 50% level. However, on the 6h chart we closed exactly once below that level, and then began a beautiful, uninterrupted rise to the end (i.e. we made a new post capitulation high). See: green rectangle.

I think it's interesting to observe that volume wasn't particularly impressive during the early stages of that recovery... I can't really call it a divergence, but it also doesn't look confidence inspiring. The price action on the other hand was impressive: over the course of about 11 days we made it through 50%, 38%, 23%, 0% levels with no additional serious retracement down.


What about now? I suspect the following two factors will greatly influence whether we will see the reversal fizzle out again like in March, or whether we're really turning around this time: (a) how much force the downtrend on the 6h scale still has, and (b) how much force the following uptrend on the 6h scale will have.

If we end the 6h downtrend early, say within the next 24 to 48h, then I see a good chance that the following uptrend on the 6h scale will take us above 548 (to a new post capitulation high), which means the situation would look pretty different from March.

If, on the other hand, the 6h downtrend drags out, for another 4 days or so, keeping us near or below 23%, then we could hope for the following uptrend to be unexpectedly strong, taking us to a new high (though I'd consider that less likely), or we could see another anemic uptrend on the 6h scale, like the one from March 12 to 14, after which I'd give it a high chance that we'll see a more dramatic decline shortly afterwards.




2245  Economy / Speculation / Re: Something, something, something, technical analysis on: April 17, 2014, 06:38:16 PM
absolutely. the parameters shape the result and the interpretation.

12 weeks avg was shown above. Your ~1 week (or 10 day) avg is not much different than what you are showing initially.. that is, it could be noise. we don't know yet.

more smoothed values on the weekly... and they all look similar to me so far.

[...]

I'm trying to see it your way, but I simply can't. Your 8 weeks picture still supports your point, because it clusters the March rally and the April rally together, along with their volume. Your 4 week and 2 week picture on the other hand start resembling the view I presented above: if you treat March and April separate, then it shows that volume was higher during the March breakout attempt than during the one we've seen so far.

Which view is the correct one (cluster, or not), I can't say with certainty.
2246  Economy / Speculation / Re: Something, something, something, technical analysis on: April 17, 2014, 05:48:59 PM
maybe zoom out a bit... longer-term volume trend (smoothed) seems right on track



I think that's more an artifact of the specific parameters you selected for your volume average than an actual signal. I just tried to recreate it myself, and any other value than 12 (i.e. 12 week volume average) gives a much less clear "upwards slope" at the end.

Here's a slightly more fine-grained picture, but still rather smoothed out (3 period average over 3 day volume). One could argue we're not doing so great with volume this time when compared to 2013, where the "reversal volume" showed clear signs of going up again. But of course it can still pick up this time, once we're more clearly settled at above 500.

2247  Economy / Speculation / Re: Something, something, something, technical analysis on: April 17, 2014, 05:11:37 PM
This rally somehow felt very fake to me, more like a pump effort. True, there is more volume now (last day or two), but it spiked when we were falling from the new lows. Right now all big three exchanges (stamp, huobi, btce) are below $500. Not that $1 or $2 will matter in terms of TA, but I think psychologically it is a bad sign. But I am not an expert and not felt like "catching a falling knife" last week, even though it would be extremely profitable Wink

I'm not sure I would call it "fake." 340 felt like a fantastic deal to many out there. So did everything between 340 and 420. From there, it's only a small step to buy in successively higher tranches. That's just the momentum.

But we are again in the same situation as before: once the initial enthusiasm about having scooped up those "cheap coins" is over, is there any sustained buying support at the level where we happen to land. And I can honestly say, I'm not sure about that. And so is the market right now, it seems.
2248  Economy / Speculation / Re: Something, something, something, technical analysis on: April 17, 2014, 04:43:41 PM
Welcome to another installment of our series "conversations with myself".

Looks like we're at a critical juncture during our little rally. We're fighting for the first retracement level (23%) again, just like in March. This time, it's at ~499.

Right now, we're resting slightly below it, but it's too early to declare it lost in my opinion. The following days will tell if the market feels comfortable trading above 500 or not.

re: volume. Others pointed this out already, but the volume during the recent rise from 340 to 548 didn't look so good (slightly falling volume as we went up), but at least we're currently, in the first few bars after the 548 top, seeing a bit more volume overall than during the anemic March period.



2249  Economy / Speculation / Re: Wall Observer BTC/USD - Bitcoin price movement tracking & discussion on: April 16, 2014, 06:29:37 PM

The two exchanges decoupled only when MtGOX essentially blocked BTC transfers, which stopped arbitrage trade between them and the rest.  After that point there were two separate commodities, "bitcoin" and "goxcoin", with independent markets.

The Western exchanges would surely decouple from China if arbitrage was somehow cut off (I can't imagine how).  Which ways they would go, I have no idea. 


With your gox statement, you described essentially what a final decoupling of Western exchanges from China would look like: if every last coin China scooped up is sold on the Western exchanges. That's a finite process, so for those not interested in swings that measure months up to a year maybe, it's irrelevant anyway.

And for the "daytraders" that you mentioned in your post, it's simply too crude (and too unimportant) exactly how many coins China plans on sending "back". The rate at which they do so can be seen in the charts anyway, so there's no need to speculate about the final state when you can trade the process in between.

I simply don't see the problem: it neither touches the core of Bitcoin's functionality, nor does it present an insurmountable problem for traders.

I am still somewhat open for the argument that Bitcoin's core could be considered compromised if /all/ the world's major governments would ban it, but so far, even the ones that are banning it (China) are kind of half-hearted about it (China) :P
2250  Economy / Speculation / Re: Wall Observer BTC/USD - Bitcoin price movement tracking & discussion on: April 16, 2014, 06:05:17 PM

Of course there are moment when some other exchanges take control for short time but this time, beside his usual biased bullshit Jorge is right in general.

We can deny it as much as we want but Bitcoin is currently China's bitch and largely depends on each fart coming from that part of the world. Their government decisions or even only rumors about them are moving the market as a wheel. It might change at some time surely but right now we are under China's mercy completely and that's awful thing, specially for people who are trading as no skills and indicators can beat a single news coming from China. And their exchanges are in most cases the market leaders.

Well, the details matter here, and jorge's polemics didn't include those: just like, on an average (or not so average) day Bitstamp and Huobi influence each other, so do they on the larger scale.

If your model has a rigid structure where Bitstamp price is purely a function of Huobi price, then you will fail to see the (inevitable, in the long run) decoupling of the other markets from China when (and if) China drops out of the game entirely.

Didn't say that'd be painless, by the way.
2251  Local / Trading und Spekulation / Re: Der Aktuelle Kursverlauf on: April 16, 2014, 05:48:53 PM
Nicht schon wieder MACD. Das Thema war doch abgeschlossen.

Quote
Du konstruiert hier das, was im Englischen 'straw man' heisst... "Strohmann Argument"? "Scheinargument" vielleicht?

Kein einziger vernünftiger TA trader den ich kenne würde behaupten dass es sinnvoll sei
(a) alleine basierend auf einem MACD Signal zu handeln, ohne dazu noch andere Signale einzuholen, und
(b) noch dazu alleine zu handeln auf so einem extrem empfindlichen Indikator, wie dem 15min MACD.
Ich konstruiere nichts, lies die ganzen Posts, die Euphorie vieler die meinten, mit dem MACD den heiligen Gral gefunden zu haben, dann verstehst du meine Intention.

Was du schreibst macht ganz anders und durchaus mehr Sinn, denn du raeumst ja direkt ein, dass man sich eben nicht allein auf diesen "heiligen" MACD stuetzen kann. Genau DAS war die ganze Aussage von mir. Eine Warnung an die Anfaenger/Mitleser. Das der groesste Verfechter des MACD sich nun auf einmal ziert, einen Thread zu dem Thema zu oeffnen und seine so erfolgreichen DT fuer andere nachvollziehbar offen zu legen, damit wir alle was davon haben, erklaert sein uebriges. Alle sind immer seit zig Jahren erfolgreiche Trader, wenn man dann sagt zeig mal was wird gekniffen.

Warum? Gibts einen Preis dafuer im Internet Wellen zu schlagen? Ich wuesste nicht. Zumal es immer jemanden gibt, der einen entlarvt und dann dumm da stehen laesst.

Hehe, ja kann sein, hab nur ein paar der Kommentare auf der letzten Seite gelesen, also vielleicht den Kontext verpasst.

Wenn jemand ernsthaft glaubt, alleine mit 'nem MACD handeln zu können, wird er schnell genug bemerken  dass ihn der Markt bestraft.

That said, in den letzten Monaten hätte eine "pure" 1 Tages MACD Strategie vielleicht funktioniert, aber auch nur so mehr schlecht als recht... besonders gegen Ende des Zeitraums wird's schon knapp... Kauf bei 560, Verkauf bei 580. Zieh noch slippage und Tagesschwankungen ab, und die Strategie hätte nicht mehr Gewinn gemacht.

Aber okay. Ende Thema MACD. Ist sowieso einer der langweiligsten Indikatoren die's gibt Cheesy
2252  Economy / Speculation / Re: Wall Observer BTC/USD - Bitcoin price movement tracking & discussion on: April 16, 2014, 05:37:45 PM
One of the several things that make me skeptical of bitcoin's future is that its community resembles more a religious sect than a bunch of sane, rational nerds.

In order to sustain belief in their initial ideal, bitcoiners have developed a network of dogmas that is becoming increasingly intricate and increasingly disconnected from reality.

A substantial part of that theological edifice is meant to allow denial of the single most important fact about bitcoin:

CHINA SETS THE PRICE

To make the denial of this fact possible, bitcoiners pretend to believe, e.g: that almost all of the Chinese trade volume is fake; that BTC-China is the most important Chinese exchange (and the only honest one); that the November rally was due to some magical property of bitcoin that generates rallies at regular intervals, with exponentially increasing magnitudes; and a number of other bizarre dogmas.

Because of these dogmas, the main bitcoin chart sites still omit most or all the large Chinese exchanges (but they all carry the insignificant BTC-China).  Even when it is obvious that price changes are clearly due to Chinese traders reacting to Chinese news, the deniers blame "stupid sheep" in the Western exchanges for "paying attention to China" -- when in fact the Western exchanges are tied to China by arbitrage, and follow China no matter what their clients think, wish, or do.

I can't understand how people hope to succeed in day trading or long-term investment without taking this basic and all-dominant fact into account.  

On the other hand, it is easy to see why bitcoiners desperately need to deny this fact. Bitcoin entrepreneurs would not find investors and clients if they admitted that the value of their fundamental asset is decided and sustained by a legion of fickle amateur traders in China, who, a year ago, were all speculating on fermented tea or some other kind of tulip.  Libertarians do not want to know that their main "anti-government weapon" was taken over by a country that they see as the epitome of oppressive government -- and was reduced by that government to a harmless hobby, in one day, with a single decree.  And the old-timers, in particular, will never admit that "their" beloved bitcoin is no longer "theirs".



Don't make a complex situation simpler than it is.

Where do you get the idea from that the price is set by China? From your own "Chinese slumber" method? Last time I checked, it was wildly off, during several large swings.

Or is it your impression that China/Huobi "leads" all large movements, which is somehow self-evident? Then the answer is: no, they don't. They lead, and they follow, just as you would expect between exchanges that are linked together by arbitrage.

Here's an example, taken from the April 10 crash. China "led" the first part of the decline, volume picking up at around 2:45 UTC, and price from 2700 to 2400. Bitstamp follows, 4k volume, but 400 holds so far.

Next, Huobi slightly recovers, back to 2500. Volume declining along. And suddenly comes Bitstamp with another 4k dump, and China tags along (on barely any volume), but completely on the heels of stamp wrt price.

2nd observation: the Huobi bottom came in almost 2 hours *after* stamp. That makes zero sense if stamp blindly "follows" China.

The reality of the Bitcoin market is more complex than you describe it, and it's a pretty poor indication of your analytical faculties that you feel the need to oversimplify it to the point where it becomes grotesque.

This reminds me of the often stated "fact" that stamp blindly follows gox. Of course prices on the two exchanges were correlated to an extremely high degree, and often enough, stamp followed gox, but towards the end, the two simply decoupled, without much ado. If your theory can't account for that (and in the polemic way your phrased it, it cannot), then it is worthless, in my opinion.

graphs: 15min views of stamp and huobi on April 10





2253  Local / Trading und Spekulation / Re: Der Aktuelle Kursverlauf on: April 16, 2014, 05:10:37 PM
Und hier, weil ich grad wieder gute Laune habe, noch einmal der Beweis: MACD sagt NICHTS aber auch GAR NICHTS ueber die Entwicklung des Kursverlauf aus:

[Bilder 15min MACD]

Okay, okay... hab mir jetzt lange genug dieses Trauerspiel angesehen und auf die Zunge gebissen...

Giletto, wir hatten schon vorher hier 'ne Diskussion die etwas aus dem Ufer lief, darum versuch ich's dieses mal höflicher zu formulieren:

Du konstruiert hier das, was im Englischen 'straw man' heisst... "Strohmann Argument"? "Scheinargument" vielleicht?

Kein einziger vernünftiger TA trader den ich kenne würde behaupten dass es sinnvoll sei
(a) alleine basierend auf einem MACD Signal zu handeln, ohne dazu noch andere Signale einzuholen, und
(b) noch dazu alleine zu handeln auf so einem extrem empfindlichen Indikator, wie dem 15min MACD.

Dein Argument ist einfach keins. Es wäre so als würde ich sagen:
"Raumfahrt kann nicht funktionieren, weil diese lächerliche Idee der ESA ist, Raketen mit einer riesengrossen Gummischleuder ins All zu schiessen. Das kann offensichtlich nicht funktionieren."
Mit der Aussage zur Gummischleuder selbst hättest du zwar recht, aber eben nicht mit der Vorraussetzung dass die ESA tatsächlich auf die Weise probiert Raketen ins All zu befördern.

(okay, etwas dämliches Beispiel, geb ich zu :D)

Und hier mal, als Beispiel, wofür der 15min MACD gut zu gebrauchen war in den letzten Tage: um festzustellen, wann wir den "Boden" der letzten Kapitulation erreicht haben.

Der Kontext: Bei der Annäherung an 400 war vielen klar, dass wir dieses mal wohl durchschiessen werden. Ich war jedenfalls nicht der einzige der lange vorher verkauft hat. Und mein Signal dass wir am (vorläufigen) Boden sind war der 15min EMA crossover, bei ca. 360.

Zu beachten übrigens: hätte jemand, verfrüht, bei dem vorigen crossover eingekauft (als wir wieder kurz auf 400 zurückgingen), hätte er immer noch, gewinnneutral, wieder mit dem abwärts-crossover verkaufen können, um dann den echten Boden mitzunehmen.

Bevor du antwortest, bitte eine Sekunde nachdenken: ich behaupte nicht, dass man in jeder Situation mit 15min MACD erfolgreich handeln kann. Aber ich gebe dir ein Beispiel in dem man eben sehr wohl das Signal eines "hochnervösen" Indikators wie diesen verwenden kann.

Was ich übrigens auch nicht behaupte: dass 15min MACD die einzige Möglichkeit war, nahe am Boden zu kaufen. Deine Intuition ist vielleicht auch gut genug dafür. Aber das ist offensichtlich 'ne ganz andere Frage, ob man TA braucht zum handeln. Natürlich nicht, wenn man ein extrem gutes Gespür hat.


Graph: 15min MACD beim "Boden" vom 10. April

2254  Economy / Speculation / Re: Wall Observer BTC/USD - Bitcoin price movement tracking & discussion on: April 14, 2014, 03:54:38 PM

How can you say there is 0% chance of below 200? That is ridiculous. There is no such thing as 0% chance. What if tomorrow,
1. U.S. bans bitcoin
2. A flaw is found in the code
3. EC or SHA256  is broken
4. The existing exchanges shut down due to fraud or seizure.
5. Someone randomly decides to dump 30KBTC at market on bitstamp.
6. The economy melts down

sub 1% total.  6 is not a case.  in a meltdown btc will only correlate weakly.


"sub 1%" chance for Bitstamp going belly up because Unicredit suddenly pulls the plug, and prices plunging as a result (even if just for a flash crash from which we immediately recover)?

That's an awfully optimistic stance (and I say that as an active trader on stamp).

EDIT: in case this isn't clear from the above, and lest I be accused of "bear FUD"... there's nothing wrong with Unicredit and Bitstamp right now, to my knowledge. Don't panic. I just consider the entire banking/exchange situation to be somewhat fragile, so in my mind, there's a > 1% chance that things can go sour without much warning.

The local unicredit Branch employees are Bitcoin bulls, I know few of them personally, but this doesn't represent the big picture of what Unicredit Bank as a corporate thinks about Bitcoin which is unknown for me...

I'm sure they are, I suspect the Bitstamp account brings in quite a nice bit of revenue and fees.

But that's not the point, right? We were assigning probabilities to events, pulled out of our asses, but motivated by our experience and expectations. And my experience and expectation is that the banking interface is a fragile one, that could break. Not likely, so I personally don't see more than a, say, 5% chance that it happens, but "sub 1%" is another way of saying it's nigh impossible, and that I disagree with.
2255  Economy / Speculation / Re: Wall Observer BTC/USD - Bitcoin price movement tracking & discussion on: April 14, 2014, 03:15:20 PM

How can you say there is 0% chance of below 200? That is ridiculous. There is no such thing as 0% chance. What if tomorrow,
1. U.S. bans bitcoin
2. A flaw is found in the code
3. EC or SHA256  is broken
4. The existing exchanges shut down due to fraud or seizure.
5. Someone randomly decides to dump 30KBTC at market on bitstamp.
6. The economy melts down

sub 1% total.  6 is not a case.  in a meltdown btc will only correlate weakly.


"sub 1%" chance for Bitstamp going belly up because Unicredit suddenly pulls the plug, and prices plunging as a result (even if just for a flash crash from which we immediately recover)?

That's an awfully optimistic stance (and I say that as an active trader on stamp).

EDIT: in case this isn't clear from the above, and lest I be accused of "bear FUD"... there's nothing wrong with Unicredit and Bitstamp right now, to my knowledge. Don't panic. I just consider the entire banking/exchange situation to be somewhat fragile, so in my mind, there's a > 1% chance that things can go sour without much warning.
2256  Economy / Speculation / Re: Bitcoin long-term exponential trend (updated regularly) on: April 14, 2014, 01:20:41 PM
[...]

I've been participating in this thread (on-topic) since February 26th.

My apologies to jl2012 for my part in the recent thread derailment.

That said, I stand behind my above on-topic statements: jl2012's model (and its presentation) is, by a large margin, the most mature regression model posted in this subforum since I've been around (April last year).
2257  Economy / Speculation / Re: Bitcoin long-term exponential trend (updated regularly) on: April 14, 2014, 11:09:12 AM
I don't know what problem oda.krell has with me. If someone can buy 20 castles, it means that he has invested better than me. How about giving us mortals some tips then? Oda.krell himself can hardly buy 3 used Ferraris... (this is a real-life example how one bitcoiner's wealth was described in a meetup - ability to buy 3 Ferraris)

Don't worry too much about how my investments turned out. I can buy about as many used Ferraris as you have hair on your head :)

Seriously though, in case you didn't get the point I made: there are several people on btctalk compared to whom you are small fish. They still have the good sense no to walk around pretending to be knowledgeable TAers. Ergo: if they don't, you definitely shouldn't.
2258  Economy / Speculation / Re: Something, something, something, technical analysis on: April 13, 2014, 09:30:46 PM
Not that I want to take a piss into your beloved bowl of cryptocereals, but considering that I was sceptical during last month's breakout-slash-reversal attempt (even though I ultimately thought it had a real chance for a while), I don't see how this one gets even close to the previous one.



In case you wonder what I mean: orange rectangle is the time frame of reaching and leaving the bottom, red one the aftermath. Currently, it looks like we fail to get anywhere near the March breakout in terms of momentum, and CMF isn't picking up either, hovering in the barely positive region.

The best thing I can say is that some of my favorite short-to-mid term indicators are about to turn bullish unless there's a sharp downturn (daily MACD, Fisher), so for the coming week(s) that spells some upwards potential, but the short term view makes me think this reversal is dead before it even got started.

Opinions?


UPDATE just 3 days later, and the situation looks a lot more pleasing. 6h CMF pulled up with a bit of a delay, to somewhere between 0.4 and 0.5, the highest spike since December, and well above the CMF peak of the March false breakout. A/D also shows a bullish divergence (not pictured below).

The real test for a sustained reversal will be whether we can hold this level, and do so with a bit of volume, but in any case, it looks like this rally might have legs after all.

2259  Economy / Speculation / Re: Bitcoin long-term exponential trend (updated regularly) on: April 13, 2014, 08:56:17 PM
[snip]

His model does not have fixed "buy" and "sell" signals, afaik. So it is impossible to evaluate its goodness from a trader's perspective. My model has both buy signal (-0.3 when reached first time after a bubble) and sell signal (+0.45 and then follow the market). It has given 1 confirmed excellent buy signal (7/2013) and one confirmed excellent sell signal (11/2013). I am not claiming anything more, but I also don't know of any trendline that actually has performed better in timing the bitcoin price.  

Agreed on that point. I disagree with a lot of your analysis, or more precisely: with the certainty with which you tend to present it to the newcomers, but you do make testable predictions. That's a big plus.

The castle... yeah. Good on you for that. But that's entirely unrelated to the question at hand. There are people on this forum that could buy 20 of those (by being early miners or investors), but they don't make market predictions. Keep those two items separate, please.
2260  Economy / Speculation / Re: Ratio USD transaction volume vs USD price on: April 13, 2014, 06:37:12 PM
Thanks. Smiley I think that the crossover from last weeks has to be ignored. I think it was either due to one exchange doing an audit or stolen Goxcoins on the move.
The 7-day averaging I chose when I pulled the data from blockchain.info makes the spike look larger than the actual few data points that caused it, where we had almost one million bitcoins moving in a day.

There's a chance that regressing over the data points would be better than averaging, now that I think of it.

This is not my field, so I can't say stuff about this with authority, but if the goal is to dismiss, or value less, certain spikes then minimizing R^2 might be a better idea than taking a (moving) average.

But I'd hope someone with better knowledge of statistical modeling could chip in here.
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